Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
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Updated
May 28, 2024 - Python
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
implementation of MADDPG using PettingZoo and PyTorch
PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Grid Wise Control+PPO, Grid Wise Control+DDPG.
A gym environment for a miniature racecar using the pybullet physics engine.
A custom reinfrocement learning environment for OpenAI Gym & PettingZoo that implements various Stag Hunt-like social dilemma games.
PettingZoo/Gym Multi-Agent Environment For Battlesnake
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SocialGym 2: A lightweight benchmark and simulator for multi-robot social navigation using ROS and the OpenAI gym.
The Drone Swarm Search project provides an environment for SAR missions built on PettingZoo, where agents, represented by drones, are tasked with locating targets identified as shipwrecked individuals.
Predator-Prey-Grass gridworld environment using PettingZoo, with dynamic deletion and spawning of partially observant agents.
Implementation of Evolutionary Strategies with Multi-Agent Deep Reinforcement Learning in PettingZoo Environments 🦘
A custom environment that implements simplified version of BomberMan game for reinforcement learning experiments.
predator prey implementation using PettingZoo AEC. Fails to sequentially correct remove dying agents in AEC.
A minimalist multi-agent implementation of the social dilemma problem with governance kernels
Reinforcement learning environments for planar robotics based on MuJoCo
This repository serves as a collection of projects completed as part of an AI course.
Moss is a Python library for Reinforcement Learning.
MLPro: Integration PettingZoo
Unity and Python Reinforcement and Imitation Learning with Gymnasium and PettingZoo API.
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